Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 9250 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 14 |
95% Speed(m/s) is highly correlated with 75% Speed(m/s) and 3 other fields | High correlation |
75% Speed(m/s) is highly correlated with 95% Speed(m/s) and 3 other fields | High correlation |
Mean Speed(m/s) is highly correlated with 95% Speed(m/s) and 2 other fields | High correlation |
Speed Std is highly correlated with 95% Speed(m/s) and 1 other fields | High correlation |
95% Acceleration(m^2/s) is highly correlated with Mean Acceleration(m^2/s) and 1 other fields | High correlation |
75% Acceleration(m^2/s) is highly correlated with Mean Acceleration(m^2/s) and 1 other fields | High correlation |
Mean Acceleration(m^2/s) is highly correlated with 95% Acceleration(m^2/s) and 2 other fields | High correlation |
Non 0 Mean Speed(m/s) is highly correlated with 95% Speed(m/s) and 2 other fields | High correlation |
Non 0 Mean Acceleration(m^2/s) is highly correlated with 95% Acceleration(m^2/s) and 2 other fields | High correlation |
Reproduction
| Analysis started | 2021-05-09 07:27:30.230662 |
|---|---|
| Analysis finished | 2021-05-09 07:28:07.839268 |
| Duration | 37.61 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
Labels
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 72.4 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 4 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9250 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
| Value | Count | Frequency (%) |
| 1 | 3831 | |
| 3 | 1832 | |
| 2 | 1515 | 16.4% |
| 4 | 1340 | 14.5% |
| 5 | 732 | 7.9% |
| Value | Count | Frequency (%) |
| 1 | 3831 | |
| 3 | 1832 | |
| 2 | 1515 | 16.4% |
| 4 | 1340 | 14.5% |
| 5 | 732 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3831 | |
| 3 | 1832 | |
| 2 | 1515 | 16.4% |
| 4 | 1340 | 14.5% |
| 5 | 732 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9250 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 3831 | |
| 3 | 1832 | |
| 2 | 1515 | 16.4% |
| 4 | 1340 | 14.5% |
| 5 | 732 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9250 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 3831 | |
| 3 | 1832 | |
| 2 | 1515 | 16.4% |
| 4 | 1340 | 14.5% |
| 5 | 732 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9250 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 3831 | |
| 3 | 1832 | |
| 2 | 1515 | 16.4% |
| 4 | 1340 | 14.5% |
| 5 | 732 | 7.9% |
Max Speed(m/s)
Real number (ℝ≥0)
| Distinct | 3059 |
|---|---|
| Distinct (%) | 33.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.63038486 |
|---|---|
| Minimum | 0.28 |
| Maximum | 99.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0.28 |
|---|---|
| 5-th percentile | 2.6145 |
| Q1 | 4.62 |
| median | 8.83 |
| Q3 | 19.7575 |
| 95-th percentile | 38.713 |
| Maximum | 99.88 |
| Range | 99.6 |
| Interquartile range (IQR) | 15.1375 |
Descriptive statistics
| Standard deviation | 13.37513611 |
|---|---|
| Coefficient of variation (CV) | 0.9812735476 |
| Kurtosis | 6.812160409 |
| Mean | 13.63038486 |
| Median Absolute Deviation (MAD) | 4.96 |
| Skewness | 2.19827303 |
| Sum | 126081.06 |
| Variance | 178.894266 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 122 | 1.3% |
| 4.98 | 86 | 0.9% |
| 4.97 | 83 | 0.9% |
| 4.99 | 78 | 0.8% |
| 4.96 | 74 | 0.8% |
| 4.95 | 65 | 0.7% |
| 4.94 | 62 | 0.7% |
| 4.93 | 59 | 0.6% |
| 4.9 | 58 | 0.6% |
| 4.92 | 55 | 0.6% |
| Other values (3049) | 8508 |
| Value | Count | Frequency (%) |
| 0.28 | 1 | |
| 0.48 | 1 | |
| 0.55 | 1 | |
| 0.61 | 1 | |
| 0.65 | 1 |
| Value | Count | Frequency (%) |
| 99.88 | 1 | |
| 97.64 | 1 | |
| 96.98 | 1 | |
| 95.63 | 1 | |
| 95.44 | 1 |
| Distinct | 2319 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.977572973 |
|---|---|
| Minimum | 0.25 |
| Maximum | 67.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 1.79 |
| Q1 | 2.91 |
| median | 5.11 |
| Q3 | 13.1875 |
| 95-th percentile | 22.7555 |
| Maximum | 67.38 |
| Range | 67.13 |
| Interquartile range (IQR) | 10.2775 |
Descriptive statistics
| Standard deviation | 8.478246975 |
|---|---|
| Coefficient of variation (CV) | 0.9443807364 |
| Kurtosis | 9.15631155 |
| Mean | 8.977572973 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.265726859 |
| Sum | 83042.55 |
| Variance | 71.88067177 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.83 | 33 | 0.4% |
| 3.34 | 28 | 0.3% |
| 3.07 | 27 | 0.3% |
| 2.88 | 27 | 0.3% |
| 2.98 | 27 | 0.3% |
| 2.42 | 26 | 0.3% |
| 2.78 | 25 | 0.3% |
| 2.35 | 25 | 0.3% |
| 2.52 | 24 | 0.3% |
| 2.24 | 24 | 0.3% |
| Other values (2309) | 8984 |
| Value | Count | Frequency (%) |
| 0.25 | 1 | |
| 0.39 | 1 | |
| 0.47 | 1 | |
| 0.54 | 1 | |
| 0.56 | 1 |
| Value | Count | Frequency (%) |
| 67.38 | 1 | |
| 65.72 | 1 | |
| 65.38 | 1 | |
| 64.84 | 1 | |
| 64.63 | 1 |
| Distinct | 1935 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.249003243 |
|---|---|
| Minimum | 0 |
| Maximum | 67 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.19 |
| Q1 | 1.73 |
| median | 3.59 |
| Q3 | 8.9 |
| 95-th percentile | 18.61 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 7.17 |
Descriptive statistics
| Standard deviation | 6.643210418 |
|---|---|
| Coefficient of variation (CV) | 1.063083208 |
| Kurtosis | 9.419687429 |
| Mean | 6.249003243 |
| Median Absolute Deviation (MAD) | 2.11 |
| Skewness | 2.458275108 |
| Sum | 57803.28 |
| Variance | 44.13224465 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.5 | 67 | 0.7% |
| 1.72 | 60 | 0.6% |
| 1.44 | 56 | 0.6% |
| 1.56 | 52 | 0.6% |
| 1.6 | 52 | 0.6% |
| 1.48 | 52 | 0.6% |
| 1.62 | 52 | 0.6% |
| 1.54 | 51 | 0.6% |
| 1.74 | 50 | 0.5% |
| 1.78 | 50 | 0.5% |
| Other values (1925) | 8708 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.1 | 1 | |
| 0.12 | 1 | |
| 0.15 | 1 | |
| 0.17 | 1 |
| Value | Count | Frequency (%) |
| 67 | 1 | |
| 55.38 | 1 | |
| 54.87 | 1 | |
| 54.38 | 1 | |
| 51.79 | 1 |
| Distinct | 1568 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.441460541 |
|---|---|
| Minimum | 0.1 |
| Maximum | 48.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.89 |
| Q1 | 1.39 |
| median | 2.88 |
| Q3 | 5.72 |
| 95-th percentile | 13.511 |
| Maximum | 48.68 |
| Range | 48.58 |
| Interquartile range (IQR) | 4.33 |
Descriptive statistics
| Standard deviation | 4.715008044 |
|---|---|
| Coefficient of variation (CV) | 1.061589538 |
| Kurtosis | 12.21328392 |
| Mean | 4.441460541 |
| Median Absolute Deviation (MAD) | 1.64 |
| Skewness | 2.842656212 |
| Sum | 41083.51 |
| Variance | 22.23130085 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.43 | 61 | 0.7% |
| 1.49 | 58 | 0.6% |
| 1.27 | 58 | 0.6% |
| 1.25 | 56 | 0.6% |
| 1.35 | 55 | 0.6% |
| 1.18 | 54 | 0.6% |
| 1.42 | 53 | 0.6% |
| 1.47 | 52 | 0.6% |
| 1.34 | 51 | 0.6% |
| 1.36 | 51 | 0.6% |
| Other values (1558) | 8701 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.11 | 1 | |
| 0.17 | 1 | |
| 0.2 | 1 | |
| 0.21 | 1 |
| Value | Count | Frequency (%) |
| 48.68 | 1 | |
| 44.01 | 1 | |
| 42.01 | 1 | |
| 40.18 | 1 | |
| 39.97 | 1 |
| Distinct | 1025 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.817126486 |
|---|---|
| Minimum | 0.04 |
| Maximum | 22.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 0.48 |
| Q1 | 0.83 |
| median | 1.41 |
| Q3 | 4.4 |
| 95-th percentile | 7.66 |
| Maximum | 22.38 |
| Range | 22.34 |
| Interquartile range (IQR) | 3.57 |
Descriptive statistics
| Standard deviation | 2.716390077 |
|---|---|
| Coefficient of variation (CV) | 0.9642414317 |
| Kurtosis | 5.431724913 |
| Mean | 2.817126486 |
| Median Absolute Deviation (MAD) | 0.82 |
| Skewness | 1.823737845 |
| Sum | 26058.42 |
| Variance | 7.378775048 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.91 | 87 | 0.9% |
| 0.75 | 75 | 0.8% |
| 0.74 | 74 | 0.8% |
| 0.83 | 73 | 0.8% |
| 0.78 | 72 | 0.8% |
| 0.79 | 71 | 0.8% |
| 0.89 | 71 | 0.8% |
| 0.73 | 70 | 0.8% |
| 0.87 | 70 | 0.8% |
| 0.77 | 70 | 0.8% |
| Other values (1015) | 8517 |
| Value | Count | Frequency (%) |
| 0.04 | 1 | < 0.1% |
| 0.07 | 2 | |
| 0.08 | 3 | |
| 0.09 | 2 | |
| 0.1 | 3 |
| Value | Count | Frequency (%) |
| 22.38 | 1 | |
| 21.7 | 1 | |
| 20.53 | 1 | |
| 19.81 | 1 | |
| 19.15 | 1 |
Max Acceleration(m^2/s)
Real number (ℝ≥0)
| Distinct | 1467 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.835177297 |
|---|---|
| Minimum | 0 |
| Maximum | 81.74 |
| Zeros | 18 |
| Zeros (%) | 0.2% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.22 |
| Q1 | 1.48 |
| median | 2.54 |
| Q3 | 4.28 |
| 95-th percentile | 11.8455 |
| Maximum | 81.74 |
| Range | 81.74 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 4.833030018 |
|---|---|
| Coefficient of variation (CV) | 1.260184248 |
| Kurtosis | 37.11843603 |
| Mean | 3.835177297 |
| Median Absolute Deviation (MAD) | 1.28 |
| Skewness | 4.653374335 |
| Sum | 35475.39 |
| Variance | 23.35817915 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 68 | 0.7% |
| 0.02 | 53 | 0.6% |
| 2.92 | 40 | 0.4% |
| 2.54 | 37 | 0.4% |
| 2.83 | 37 | 0.4% |
| 2.58 | 35 | 0.4% |
| 1.73 | 35 | 0.4% |
| 2.85 | 34 | 0.4% |
| 2.65 | 34 | 0.4% |
| 2.5 | 34 | 0.4% |
| Other values (1457) | 8843 |
| Value | Count | Frequency (%) |
| 0 | 18 | 0.2% |
| 0.01 | 68 | |
| 0.02 | 53 | |
| 0.03 | 26 | 0.3% |
| 0.04 | 28 |
| Value | Count | Frequency (%) |
| 81.74 | 1 | |
| 79.52 | 1 | |
| 61.9 | 1 | |
| 60.83 | 1 | |
| 60.27 | 1 |
| Distinct | 452 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.092508108 |
|---|---|
| Minimum | 0 |
| Maximum | 29.14 |
| Zeros | 21 |
| Zeros (%) | 0.2% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.12 |
| Q1 | 0.6 |
| median | 0.96 |
| Q3 | 1.35 |
| 95-th percentile | 2.41 |
| Maximum | 29.14 |
| Range | 29.14 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.972513033 |
|---|---|
| Coefficient of variation (CV) | 0.8901655061 |
| Kurtosis | 164.5963756 |
| Mean | 1.092508108 |
| Median Absolute Deviation (MAD) | 0.37 |
| Skewness | 8.365002549 |
| Sum | 10105.7 |
| Variance | 0.9457815993 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.04 | 98 | 1.1% |
| 0.98 | 97 | 1.0% |
| 1 | 89 | 1.0% |
| 1.06 | 86 | 0.9% |
| 0.96 | 82 | 0.9% |
| 0.01 | 80 | 0.9% |
| 0.92 | 79 | 0.9% |
| 0.78 | 78 | 0.8% |
| 0.89 | 75 | 0.8% |
| 0.97 | 75 | 0.8% |
| Other values (442) | 8411 |
| Value | Count | Frequency (%) |
| 0 | 21 | 0.2% |
| 0.01 | 80 | |
| 0.02 | 68 | |
| 0.03 | 42 | |
| 0.04 | 59 |
| Value | Count | Frequency (%) |
| 29.14 | 1 | |
| 24.84 | 1 | |
| 20.96 | 1 | |
| 19.52 | 1 | |
| 14.9 | 1 |
| Distinct | 190 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4313675676 |
|---|---|
| Minimum | 0 |
| Maximum | 11.97 |
| Zeros | 71 |
| Zeros (%) | 0.8% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.23 |
| median | 0.4 |
| Q3 | 0.57 |
| 95-th percentile | 0.92 |
| Maximum | 11.97 |
| Range | 11.97 |
| Interquartile range (IQR) | 0.34 |
Descriptive statistics
| Standard deviation | 0.3449227994 |
|---|---|
| Coefficient of variation (CV) | 0.7996029959 |
| Kurtosis | 210.5963962 |
| Mean | 0.4313675676 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | 8.620445816 |
| Sum | 3990.15 |
| Variance | 0.1189717375 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.38 | 186 | 2.0% |
| 0.42 | 179 | 1.9% |
| 0.46 | 177 | 1.9% |
| 0.44 | 169 | 1.8% |
| 0.4 | 165 | 1.8% |
| 0.01 | 161 | 1.7% |
| 0.34 | 157 | 1.7% |
| 0.35 | 156 | 1.7% |
| 0.36 | 156 | 1.7% |
| 0.28 | 151 | 1.6% |
| Other values (180) | 7593 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 0.01 | 161 | |
| 0.02 | 127 | |
| 0.03 | 71 | |
| 0.04 | 56 | 0.6% |
| Value | Count | Frequency (%) |
| 11.97 | 1 | |
| 8.58 | 1 | |
| 7.85 | 1 | |
| 6.34 | 1 | |
| 4.72 | 1 |
| Distinct | 182 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3443708108 |
|---|---|
| Minimum | 0 |
| Maximum | 9.66 |
| Zeros | 80 |
| Zeros (%) | 0.9% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.19 |
| median | 0.31 |
| Q3 | 0.4375 |
| 95-th percentile | 0.75 |
| Maximum | 9.66 |
| Range | 9.66 |
| Interquartile range (IQR) | 0.2475 |
Descriptive statistics
| Standard deviation | 0.2858025535 |
|---|---|
| Coefficient of variation (CV) | 0.8299267665 |
| Kurtosis | 189.3163166 |
| Mean | 0.3443708108 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 8.543771607 |
| Sum | 3185.43 |
| Variance | 0.08168309959 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.36 | 238 | 2.6% |
| 0.28 | 233 | 2.5% |
| 0.3 | 230 | 2.5% |
| 0.27 | 222 | 2.4% |
| 0.32 | 222 | 2.4% |
| 0.31 | 221 | 2.4% |
| 0.26 | 210 | 2.3% |
| 0.33 | 207 | 2.2% |
| 0.34 | 203 | 2.2% |
| 0.35 | 200 | 2.2% |
| Other values (172) | 7064 |
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 0.01 | 161 | |
| 0.02 | 94 | |
| 0.03 | 66 | |
| 0.04 | 84 |
| Value | Count | Frequency (%) |
| 9.66 | 1 | |
| 6.55 | 1 | |
| 5.72 | 1 | |
| 5.07 | 1 | |
| 5.01 | 1 |
Acceleration Std
Real number (ℝ≥0)
| Distinct | 272 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4532713514 |
|---|---|
| Minimum | 0 |
| Maximum | 13.85 |
| Zeros | 77 |
| Zeros (%) | 0.8% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.24 |
| median | 0.36 |
| Q3 | 0.53 |
| 95-th percentile | 1.11 |
| Maximum | 13.85 |
| Range | 13.85 |
| Interquartile range (IQR) | 0.29 |
Descriptive statistics
| Standard deviation | 0.4796470403 |
|---|---|
| Coefficient of variation (CV) | 1.058189623 |
| Kurtosis | 166.3587026 |
| Mean | 0.4532713514 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | 9.064500969 |
| Sum | 4192.76 |
| Variance | 0.2300612833 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.29 | 224 | 2.4% |
| 0.31 | 213 | 2.3% |
| 0.33 | 212 | 2.3% |
| 0.32 | 210 | 2.3% |
| 0.35 | 208 | 2.2% |
| 0.37 | 199 | 2.2% |
| 0.3 | 199 | 2.2% |
| 0.34 | 193 | 2.1% |
| 0.28 | 190 | 2.1% |
| 0.38 | 186 | 2.0% |
| Other values (262) | 7216 |
| Value | Count | Frequency (%) |
| 0 | 77 | |
| 0.01 | 142 | |
| 0.02 | 74 | |
| 0.03 | 58 | |
| 0.04 | 65 |
| Value | Count | Frequency (%) |
| 13.85 | 1 | |
| 11.2 | 1 | |
| 10.07 | 1 | |
| 9.69 | 1 | |
| 9.35 | 1 |
| Distinct | 1565 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.503538378 |
|---|---|
| Minimum | 0.11 |
| Maximum | 48.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.93 |
| Q1 | 1.41 |
| median | 2.91 |
| Q3 | 5.83 |
| 95-th percentile | 13.63 |
| Maximum | 48.68 |
| Range | 48.57 |
| Interquartile range (IQR) | 4.42 |
Descriptive statistics
| Standard deviation | 4.752298417 |
|---|---|
| Coefficient of variation (CV) | 1.055236576 |
| Kurtosis | 11.89158796 |
| Mean | 4.503538378 |
| Median Absolute Deviation (MAD) | 1.65 |
| Skewness | 2.808585605 |
| Sum | 41657.73 |
| Variance | 22.58434024 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.31 | 65 | 0.7% |
| 1.4 | 63 | 0.7% |
| 1.43 | 62 | 0.7% |
| 1.19 | 58 | 0.6% |
| 1.25 | 57 | 0.6% |
| 1.34 | 57 | 0.6% |
| 1.32 | 56 | 0.6% |
| 1.48 | 55 | 0.6% |
| 1.44 | 55 | 0.6% |
| 1.33 | 55 | 0.6% |
| Other values (1555) | 8667 |
| Value | Count | Frequency (%) |
| 0.11 | 1 | |
| 0.12 | 1 | |
| 0.17 | 1 | |
| 0.23 | 1 | |
| 0.26 | 2 |
| Value | Count | Frequency (%) |
| 48.68 | 1 | |
| 44.01 | 1 | |
| 42.01 | 1 | |
| 40.45 | 1 | |
| 40.18 | 1 |
| Distinct | 179 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3481351351 |
|---|---|
| Minimum | 0 |
| Maximum | 12.82 |
| Zeros | 80 |
| Zeros (%) | 0.9% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.19 |
| median | 0.31 |
| Q3 | 0.44 |
| 95-th percentile | 0.76 |
| Maximum | 12.82 |
| Range | 12.82 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.2994945703 |
|---|---|
| Coefficient of variation (CV) | 0.8602825169 |
| Kurtosis | 380.4080606 |
| Mean | 0.3481351351 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 11.97018847 |
| Sum | 3220.25 |
| Variance | 0.08969699763 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.28 | 229 | 2.5% |
| 0.3 | 227 | 2.5% |
| 0.36 | 225 | 2.4% |
| 0.33 | 225 | 2.4% |
| 0.27 | 222 | 2.4% |
| 0.32 | 220 | 2.4% |
| 0.35 | 216 | 2.3% |
| 0.29 | 212 | 2.3% |
| 0.31 | 208 | 2.2% |
| 0.26 | 193 | 2.1% |
| Other values (169) | 7073 |
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 0.01 | 162 | |
| 0.02 | 97 | |
| 0.03 | 66 | |
| 0.04 | 83 |
| Value | Count | Frequency (%) |
| 12.82 | 1 | |
| 6.55 | 1 | |
| 5.72 | 1 | |
| 5.07 | 1 | |
| 5.01 | 1 |
Total Time(s)
Real number (ℝ≥0)
| Distinct | 3477 |
|---|---|
| Distinct (%) | 37.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1714.13827 |
|---|---|
| Minimum | 10 |
| Maximum | 66701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 454.25 |
| median | 928 |
| Q3 | 1939.75 |
| 95-th percentile | 5470.55 |
| Maximum | 66701 |
| Range | 66691 |
| Interquartile range (IQR) | 1485.5 |
Descriptive statistics
| Standard deviation | 2817.611064 |
|---|---|
| Coefficient of variation (CV) | 1.643747831 |
| Kurtosis | 86.82160042 |
| Mean | 1714.13827 |
| Median Absolute Deviation (MAD) | 608 |
| Skewness | 7.145271545 |
| Sum | 15855779 |
| Variance | 7938932.106 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 18 | 0.2% |
| 310 | 17 | 0.2% |
| 105 | 16 | 0.2% |
| 500 | 16 | 0.2% |
| 528 | 15 | 0.2% |
| 205 | 15 | 0.2% |
| 600 | 15 | 0.2% |
| 220 | 15 | 0.2% |
| 440 | 14 | 0.2% |
| 284 | 14 | 0.2% |
| Other values (3467) | 9095 |
| Value | Count | Frequency (%) |
| 10 | 2 | |
| 13 | 1 | |
| 14 | 2 | |
| 20 | 1 | |
| 24 | 1 |
| Value | Count | Frequency (%) |
| 66701 | 1 | |
| 49929 | 1 | |
| 47587 | 1 | |
| 44145 | 1 | |
| 38635 | 1 |
Total Distance(m)
Real number (ℝ≥0)
| Distinct | 9185 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10720.65672 |
|---|---|
| Minimum | 100.67 |
| Maximum | 1699909.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 72.4 KiB |
Quantile statistics
| Minimum | 100.67 |
|---|---|
| 5-th percentile | 220.1005 |
| Q1 | 846.185 |
| median | 2539.98 |
| Q3 | 7520.585 |
| 95-th percentile | 31227.262 |
| Maximum | 1699909.78 |
| Range | 1699809.11 |
| Interquartile range (IQR) | 6674.4 |
Descriptive statistics
| Standard deviation | 48107.24781 |
|---|---|
| Coefficient of variation (CV) | 4.4873415 |
| Kurtosis | 362.9520225 |
| Mean | 10720.65672 |
| Median Absolute Deviation (MAD) | 2013.485 |
| Skewness | 16.36280731 |
| Sum | 99166074.65 |
| Variance | 2314307291 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1155.61 | 2 | < 0.1% |
| 573.36 | 2 | < 0.1% |
| 887.5 | 2 | < 0.1% |
| 898.6 | 2 | < 0.1% |
| 1319.21 | 2 | < 0.1% |
| 2668.26 | 2 | < 0.1% |
| 1162.68 | 2 | < 0.1% |
| 755.78 | 2 | < 0.1% |
| 1410.48 | 2 | < 0.1% |
| 145.75 | 2 | < 0.1% |
| Other values (9175) | 9230 |
| Value | Count | Frequency (%) |
| 100.67 | 1 | |
| 101.13 | 1 | |
| 101.33 | 1 | |
| 101.84 | 1 | |
| 102.25 | 1 |
| Value | Count | Frequency (%) |
| 1699909.78 | 1 | |
| 1154439.73 | 1 | |
| 1137144.57 | 1 | |
| 958678.31 | 1 | |
| 897497.33 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Labels | Max Speed(m/s) | 95% Speed(m/s) | 75% Speed(m/s) | Mean Speed(m/s) | Speed Std | Max Acceleration(m^2/s) | 95% Acceleration(m^2/s) | 75% Acceleration(m^2/s) | Mean Acceleration(m^2/s) | Acceleration Std | Non 0 Mean Speed(m/s) | Non 0 Mean Acceleration(m^2/s) | Total Time(s) | Total Distance(m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 32.98 | 32.50 | 31.41 | 17.81 | 12.52 | 2.02 | 0.16 | 0.07 | 0.06 | 0.19 | 21.28 | 0.04 | 25599 | 472373.57 |
| 1 | 5 | 32.64 | 32.28 | 30.99 | 20.66 | 11.42 | 1.75 | 0.14 | 0.05 | 0.05 | 0.15 | 22.25 | 0.03 | 30608 | 649395.24 |
| 2 | 5 | 32.06 | 30.78 | 26.64 | 20.91 | 8.33 | 2.98 | 0.12 | 0.05 | 0.05 | 0.19 | 22.07 | 0.03 | 17913 | 376374.99 |
| 3 | 5 | 32.49 | 31.23 | 28.08 | 20.38 | 9.76 | 0.53 | 0.12 | 0.04 | 0.03 | 0.06 | 21.35 | 0.03 | 12925 | 263477.50 |
| 4 | 5 | 32.56 | 32.00 | 30.16 | 22.67 | 9.16 | 0.32 | 0.11 | 0.05 | 0.04 | 0.04 | 23.61 | 0.03 | 7289 | 167948.25 |
| 5 | 5 | 66.64 | 50.82 | 28.97 | 26.58 | 13.92 | 0.72 | 0.64 | 0.15 | 0.14 | 0.22 | 26.58 | 0.14 | 1572 | 35622.64 |
| 6 | 5 | 30.00 | 28.59 | 25.60 | 17.16 | 10.33 | 1.27 | 0.07 | 0.03 | 0.03 | 0.08 | 20.59 | 0.02 | 33128 | 573499.88 |
| 7 | 5 | 29.32 | 29.09 | 26.24 | 13.78 | 11.66 | 0.86 | 0.13 | 0.07 | 0.07 | 0.17 | 19.14 | 0.05 | 1614 | 25445.85 |
| 8 | 5 | 36.47 | 27.29 | 24.80 | 19.11 | 7.34 | 2.60 | 0.12 | 0.04 | 0.07 | 0.33 | 19.74 | 0.07 | 6313 | 127255.13 |
| 9 | 5 | 32.18 | 30.62 | 29.36 | 18.05 | 11.25 | 0.71 | 0.09 | 0.03 | 0.03 | 0.07 | 21.26 | 0.02 | 8374 | 154997.41 |
Last rows
| Labels | Max Speed(m/s) | 95% Speed(m/s) | 75% Speed(m/s) | Mean Speed(m/s) | Speed Std | Max Acceleration(m^2/s) | 95% Acceleration(m^2/s) | 75% Acceleration(m^2/s) | Mean Acceleration(m^2/s) | Acceleration Std | Non 0 Mean Speed(m/s) | Non 0 Mean Acceleration(m^2/s) | Total Time(s) | Total Distance(m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9240 | 1 | 3.62 | 2.64 | 1.71 | 1.28 | 0.76 | 1.38 | 0.65 | 0.29 | 0.20 | 0.22 | 1.28 | 0.20 | 380 | 397.02 |
| 9241 | 5 | 53.61 | 20.10 | 17.80 | 12.32 | 7.55 | 12.77 | 1.46 | 0.42 | 0.45 | 0.94 | 12.39 | 0.45 | 1042 | 13112.10 |
| 9242 | 1 | 4.90 | 3.37 | 2.06 | 1.46 | 1.02 | 2.83 | 1.05 | 0.46 | 0.35 | 0.37 | 1.46 | 0.35 | 2244 | 3125.56 |
| 9243 | 5 | 56.13 | 22.52 | 19.30 | 15.84 | 6.79 | 11.07 | 2.63 | 0.97 | 0.83 | 1.18 | 15.84 | 0.83 | 922 | 13149.33 |
| 9244 | 1 | 4.88 | 3.42 | 1.60 | 1.21 | 1.06 | 1.44 | 1.01 | 0.34 | 0.27 | 0.32 | 1.22 | 0.27 | 442 | 411.31 |
| 9245 | 3 | 14.10 | 13.46 | 10.89 | 7.08 | 4.23 | 2.36 | 1.07 | 0.47 | 0.37 | 0.35 | 7.08 | 0.37 | 374 | 2646.72 |
| 9246 | 1 | 4.84 | 2.70 | 1.89 | 1.49 | 0.80 | 1.86 | 0.93 | 0.40 | 0.30 | 0.30 | 1.49 | 0.30 | 494 | 725.23 |
| 9247 | 3 | 16.84 | 15.20 | 12.96 | 9.59 | 3.93 | 2.66 | 1.47 | 0.88 | 0.61 | 0.48 | 9.59 | 0.61 | 212 | 2032.36 |
| 9248 | 1 | 4.18 | 2.35 | 1.34 | 1.01 | 0.85 | 1.73 | 0.86 | 0.28 | 0.22 | 0.31 | 1.01 | 0.22 | 242 | 530.16 |
| 9249 | 5 | 22.61 | 20.01 | 18.29 | 11.63 | 7.44 | 4.82 | 1.22 | 0.46 | 0.38 | 0.56 | 11.66 | 0.38 | 2136 | 18247.78 |